AI-Powered Solution

AI-Powered Custom Document Schema Validation

Stop manually checking documents for missing fields and format errors. Define your schema once—FileSurf validates every document automatically against your exact business rules.

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Use Cases

How FileSurf handles ai platforms automated data validation custom document schemas

Financial Document Validation

Define required fields for loan applications, invoices, or tax documents. FileSurf flags any submission missing a required field, containing invalid formats, or failing cross-field consistency checks.

Cut document rejection cycles by 70%

Vendor Contract Intake

Enforce schema rules on incoming vendor contracts—required clauses, date formats, payment terms, jurisdiction fields. Reject non-compliant documents before they reach legal review.

Legal review queue reduced by 50%

Healthcare Form Processing

Validate patient intake forms, prior authorizations, and referral packets against required schema. Catch incomplete submissions at intake rather than during processing.

90% reduction in returned forms

Powerful Features

Built for ai platforms automated data validation custom document schemas

Everything you need to streamline your workflow with AI-powered automation.

Visual Schema Builder

Define required fields, data types, format rules, and allowed values without writing code. Set fields as required or conditional, add regex patterns, and configure cross-field dependency rules.

Multi-Format Extraction

FileSurf extracts data from PDFs, scanned images, Word documents, and handwritten forms. The same schema validates documents regardless of how they were created or submitted.

Validation Rule Engine

Go beyond required fields. Set numeric ranges, date constraints, conditional logic (if field A is X, then field B must be Y), and cross-document consistency checks.

Rejection Workflow

Failed validations trigger automated rejection notices with specific field-level error details. Route rejected documents to correction queues or send requests back to submitters automatically.

FAQ

Frequently Asked Questions

How do I define a custom document schema?

FileSurf's schema builder lets you create field definitions visually. Specify the field name, expected location in the document, data type (text, number, date, currency), required vs. optional status, and any validation rules. You can also import schemas from JSON or CSV if you already have field definitions from another system.

What happens when a document fails validation?

Failed documents are flagged immediately with field-level detail—which fields failed, why, and what values were found. You can configure automatic rejection emails to submitters, route documents to a correction queue, or hold them for manual review. All validation failures are logged in the audit trail.

Can I validate documents with varying layouts?

Yes. FileSurf uses AI extraction rather than fixed-position templates, so it handles layout variations in the same document type. A schema for 'invoice' works across invoices from different vendors with different formats—the AI finds the right fields regardless of where they appear on the page.

How does FileSurf handle handwritten or low-quality scans?

FileSurf applies OCR and image enhancement before extraction. For handwritten fields, confidence scores indicate extraction reliability. Low-confidence fields can be flagged for human review while high-confidence fields process automatically—balancing speed with accuracy.

Can I have different schemas for different document types?

Yes, with no limit on the number of schemas. FileSurf can auto-detect document type on upload and apply the correct schema automatically, or you can manually assign schemas when uploading. Each schema has its own validation rules, rejection workflows, and audit trail.

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